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How Twitter Built a Massive Machine Learning Pipeline Using Kafka

Confluent Blog · published 26 September 2026

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https://blog.twitter.com/engineering/en_us/topics/infrastructure/2020/streaming-logging-pipeline-of-home-timeline-prediction-system.html

blog.twitter.com

https://blog.twitter.com/engineering/en_us/topics/insights/2018/twitters-kafka-adoption-story.html

blog.twitter.com

https://twitter.github.io/finatra/user-guide/kafka-streams/index.html

twitter.github.io

https://kafka.apache.org/10/documentation/streams/developer-guide/processor-api.html

kafka.apache.org

https://kafka.apache.org/25/documentation/streams/developer-guide/processor-api.html

kafka.apache.org

Elsewhere on confluent.io (2)

Cooperative Rebalancing in the Kafka Consumer, Streams & ksqlDB Read at the source ↗

https://kafka-tutorials.confluent.io/

kafka-tutorials.confluent.io